Optimizer Elo Ratings
Produced by
optimizer-elo-ratings using
the
humpday package. See the
article.
Class of objective functions: classic
Dimension 05
Function evaluation limit: 80
| Name | Rating | Games | Active |
|---|
| nevergrad_ngopt8 | 1877.0 | 23 | yes |
| nevergrad_ngopt | 1838.0 | 17 | yes |
| nevergrad_ngopt4 | 1829.0 | 29 | yes |
| bayesopt_ei | 1827.0 | 15 | yes |
| pysot_srbf | 1775.0 | 14 | yes |
| dlib | 1773.0 | 16 | yes |
| bobyqa_default | 1772.0 | 11 | yes |
| nlopt_directr | 1767.0 | 12 | yes |
| nevergrad_oneplus | 1757.0 | 18 | yes |
| shgo_nelder_sobol | 1756.0 | 13 | yes |
| pymoo_pattern | 1743.0 | 17 | yes |
| bayesopt_ucb | 1733.0 | 15 | yes |
| nlopt_directl | 1726.0 | 11 | yes |
| ultraopt_gbrt | 1716.0 | 12 | yes |
| scipy_powell | 1709.0 | 17 | yes |
| bobyqa_noise | 1707.0 | 10 | yes |
| nlopt_directo | 1705.0 | 8 | yes |
| pysot_dycors | 1703.0 | 15 | yes |
| bayesopt_poi | 1681.0 | 12 | yes |
| skopt_gp_default | 1673.0 | 14 | yes |
| pymoo_nelder | 1652.0 | 21 | yes |
| shgo_powell_sobol | 1650.0 | 13 | yes |
| nlopt_ags | 1644.0 | 16 | yes |
| pysot_ei | 1643.0 | 21 | yes |
| shgo_slsqp_sobol | 1639.0 | 6 | yes |
| ax_default | 1639.0 | 19 | yes |
| pymoo_nsga3 | 1631.0 | 21 | yes |
| scipy_lbfgsb | 1628.0 | 13 | yes |
| optuna_random_clone_2 | 1600 | 24 | yes |
| optuna_random_clone_1 | 1600 | 22 | yes |
| optuna_random | 1600 | 21 | yes |
| optuna_random_clone | 1600 | 16 | yes |
| platypus_genetic | 1600 | 0 | yes |
| platypus_evolutionary | 1600 | 0 | yes |
| platypus_nsgaii | 1600 | 0 | yes |
| platypus_cmaes | 1600 | 0 | yes |
| platypus_gde3 | 1600 | 0 | yes |
| platypus_ibea | 1600 | 0 | yes |
| platypus_omopso | 1600 | 0 | yes |
| platypus_smpso | 1600 | 0 | yes |
| platypus_spea2 | 1600 | 0 | yes |
| platypus_epsmoea | 1600 | 0 | yes |
| pymoo_nsga2 | 1600 | 0 | yes |
| dlib_default | 1600 | 0 | yes |
| nlopt_direct | 1575.0 | 17 | yes |
| ultraopt_etpe | 1567.0 | 19 | yes |
| ultraopt_forest | 1566.0 | 15 | yes |
| optuna_cmaes | 1540.0 | 23 | yes |
| hyperopt_tpe | 1531.0 | 16 | yes |
| scipy_slsqp | 1519.0 | 12 | yes |
| nlopt_crs2lm | 1501.0 | 8 | yes |
| hyperopt_atpe | 1493.0 | 16 | yes |
| nlopt_isres | 1491.0 | 14 | yes |
| nlopt_esch | 1488.0 | 11 | yes |
| pysot_lcb | 1487.0 | 14 | yes |
| nevergrad_de | 1481.0 | 15 | yes |
| optuna_tpe | 1465.0 | 19 | yes |
| hyperopt_rand | 1460.0 | 13 | yes |
| platypus_moead | 1457.0 | 17 | yes |
| pymoo_unsga3 | 1453.0 | 29 | yes |
| pysot_random | 1423.0 | 13 | yes |
| nevergrad_portfolio | 1387.0 | 16 | yes |
| nevergrad_hammersley | 1387.0 | 14 | yes |
| ultraopt_random | 1308.0 | 20 | yes |
| scipy_nelder | 1200.0 | 31 | yes |